Locally linear embedding

LLE is a non-linear algorithm for mapping high-dimensional data into a lower dimensional (intrinsic) space. This package provides the main functions to performs the LLE alogrithm including some enhancements like subset selection, calculation of the intrinsic dimension etc.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


1.1 by Holger Diedrich, 9 years ago

Browse source code at https://github.com/cran/lle

Authors: Holger Diedrich , Dr. Markus Abel (Department of Physics , University Potsdam)

Documentation:   PDF Manual  

GPL-3 license

Depends on scatterplot3d, MASS, snowfall

Suggests rgl

Imported by FateID, SLICER.

Suggested by dimRed, dyndimred.

See at CRAN